Roman Yurchak, Developer in Paris, France
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Roman Yurchak

Verified Expert  in Engineering

Artificial Intelligence Developer

Location
Paris, France
Toptal Member Since
May 8, 2020

Roman has a Ph.D. in physics, is a data scientist, and a scikit-learn core developer. He has worked on consulting projects for large European companies to design and implement machine learning models on topics such as supervised learning, natural language processing (NLP), and recommender systems. His work has been implemented in the banking, energy, and automotive manufacturing industries. Roman is also a contributor to numerous open-source projects, and in particular, scikit-learn.

PythonNumPyPandasScikit-learnMachine LearningCythonSciPyWebAssemblyPyTorchKerasRustSQLTensorFlowDockerGoogle Cloud Platform (GCP)

Availability

Part-time

Preferred Environment

Scikit-learn, Pandas, NumPy

The most amazing...

...project I have worked on is called Pyodide, which aims to run scientific Python applications in the browser with WebAssembly.

Work Experience

Data Scientist and Founder

2016 - PRESENT
Symerio
  • Developed machine learning and data science applications for clients in the banking, energy, and automotive manufacturing industries.
  • Consulted technological startup companies in France on building reliable and maintainable systems for data processing and analysis.
  • Contributed to numerous open-source projects, and in particular scikit-learn.
Technologies: Scikit-learn, Pandas, Python

Information Retrieval Application for Legal Documents

A Python-based web application that aims to identify legal documents relevant for a case within a large document collection. This application is based on interactive human feedback with active learning and natural language processing.

Languages

Python, SQL, Rust

Libraries/APIs

Pandas, Scikit-learn, NumPy, Matplotlib, SciPy, Dask, TensorFlow, PyTorch, Keras

Other

Machine Learning, Cython, WebAssembly

Platforms

Docker, Google Cloud Platform (GCP), Amazon Web Services (AWS)

2011 - 2015

Ph.D. in Physics

Ecole Polytechnique - France

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